Renjun Hu

49 papers A* 12A 3Journal 29Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration.
AAAI
Yanbin Zhang, Hanhui Ye, Yue Bai, Qiming Zhang, Liao Xiang, Wu Mianzhi, Renjun Hu
2026 J jnl
Bipolar Output Partial Power Processing DC/DC Converter Without Transient Failure.
IEEE Trans. Ind. Electron.
Ningrui Yang, Gengning Ying, Qiang Yi, Man-Chung Wong, Renjun Hu, Zhixing Yan
2026 J jnl
PRSGNet: A robust framework for crop row detection in complex field scenarios.
Comput. Electron. Agric.
Dengbin Fu, Yinghu Cai, Zhanpeng Liang, Zhenyu Tang, Zhiqiang Yao, Hao Gong, Renjun Hu, Jiating Li, Long Qi
2026 J jnl
Versatile and Risk-Sensitive Cardiac Diagnosis via Graph-Based ECG Signal Representation.
IEEE Trans. Big Data
Yue Wang, Yuyang Xu, Renjun Hu, Fanqi Shen, Hanyun Jiang, Jun Wang, Jintai Chen, Danny Z. Chen, Jian Wu, Haochao Ying
2025 J jnl
A Progressively-Passing-Then-Disentangling Approach to Recipe Recommendation.
IEEE Trans. Multim.
Chunlai Dong, Haochao Ying, Renjun Hu, Yuyang Xu, Jintai Chen, Fuzhen Zhuang, Jian Wu
2025 — conf
AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking.
EMNLP (Findings)
Dingchu Zhang, Xiaowen Zhang, Yue Fei, Renjun Hu, Xiao-Wen Yang, Zhi Zhou, Baixuan Li, Yu-Feng Li, Xing Shi, Wei Lin
2025 J jnl
Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration.
CoRR
Yanbin Zhang, Hanhui Ye, Yue Bai, Qiming Zhang, Liao Xiang, Wu Mianzhi, Renjun Hu
2025 — conf
LLMs Can Simulate Standardized Patients via Agent Coevolution.
ACL (1)
Zhuoyun Du, Lujie Zheng, Renjun Hu, Yuyang Xu, Xiawei Li, Ying Sun, Wei Chen, Jian Wu, Haolei Cai, Haochao Ying
2025 J jnl
Large language models could be rote learners.
CoRR
Yuyang Xu, Renjun Hu, Haochao Ying, Jian Wu, Xing Shi, Wei Lin
2025 J jnl
SSPO: Self-traced Step-wise Preference Optimization for Process Supervision and Reasoning Compression.
CoRR
Yuyang Xu, Yi Cheng, Haochao Ying, Zhuoyun Du, Renjun Hu, Xing Shi, Wei Lin, Jian Wu
2025 — conf
Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification.
EMNLP (Findings)
Yifei Yuan, Jiatong Li, Weijia Zhang, Mohammad Aliannejadi, Evangelos Kanoulas, Renjun Hu
2025 J jnl
Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification.
CoRR
Yifei Yuan, Jiatong Li, Weijia Zhang, Mohammad Aliannejadi, Evangelos Kanoulas, Renjun Hu
2025 — conf
Training an LLM-as-a-Judge Model: Pipeline, Insights, and Practical Lessons.
WWW (Companion Volume)
Renjun Hu, Yi Cheng, Libin Meng, Jiaxin Xia, Yi Zong, Xing Shi, Wei Lin
2025 J jnl
Training an LLM-as-a-Judge Model: Pipeline, Insights, and Practical Lessons.
CoRR
Renjun Hu, Yi Cheng, Libin Meng, Jiaxin Xia, Yi Zong, Xing Shi, Wei Lin
2025 J jnl
Versatile and Risk-Sensitive Cardiac Diagnosis via Graph-Based ECG Signal Representation.
CoRR
Yue Wang, Yuyang Xu, Renjun Hu, Fanqi Shen, Hanyun Jiang, Jun Wang, Jintai Chen, Danny Z. Chen, Jian Wu, Haochao Ying
2024 J jnl
A ZVS Critical Current Tracing Modulation for Current-Fed Series Resonant Converters in Fuel Cell Vehicles.
IEEE Trans. Ind. Electron.
JingHao Zheng, Junfeng Liu, Renjun Hu, Ningrui Yang, Yue Li, Jun Zeng, Zhixing Yan
2024 J jnl
Accurate Modeling of Transformer-Based Voltage-Multiplier Considering Reverse Recovery Process of the Leakage Inductance in Step-up Converter.
IEEE Trans. Circuits Syst. I Regul. Pap.
Ningrui Yang, Zou Li, Jun Zeng, Junfeng Liu, Renjun Hu, Gengning Ying, Zhixing Yan, Man-Chung Wong, Fangren Zhang
2024 A* conf
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning.
AAAI
Yi Cheng, Renjun Hu, Haochao Ying, Xing Shi, Jian Wu, Wei Lin
2024 J jnl
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning.
CoRR
Yi Cheng, Renjun Hu, Haochao Ying, Xing Shi, Jian Wu, Wei Lin
2024 — conf
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite.
LREC/COLING
Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Renjun Hu, Zengming Zhang, Feijun Jiang, Wai Lam
2024 J jnl
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite.
CoRR
Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Renjun Hu, Zengming Zhang, Feijun Jiang, Wai Lam
2024 J jnl
LLMs Can Simulate Standardized Patients via Agent Coevolution.
CoRR
Zhuoyun Du, Lujie Zheng, Renjun Hu, Yuyang Xu, Xiawei Li, Ying Sun, Wei Chen, Jian Wu, Haolei Cai, Haohao Ying
2024 A* conf
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations.
NeurIPS
Jiatong Li, Renjun Hu, Kunzhe Huang, Yan Zhuang, Qi Liu, Mengxiao Zhu, Xing Shi, Wei Lin
2024 J jnl
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations.
CoRR
Jiatong Li, Renjun Hu, Kunzhe Huang, Yan Zhuang, Qi Liu, Mengxiao Zhu, Xing Shi, Wei Lin
2023 J jnl
A Coupled-Inductor-Based Bidirectional DC-DC Converter With High Voltage Conversion Ratio and Sensorless Current Balance.
IEEE Trans. Ind. Electron.
Renjun Hu, Haixia Qi, Zhixing Yan, Weibin Wu, Jun Zeng, Junfeng Liu
2023 J jnl
Ripple-Free Bidirectional DC-DC Converter With Wide ZVS Range for Battery Charging/Discharging System.
IEEE Trans. Ind. Electron.
Zhixing Yan, Jie Li, Shikai Xu, Ningrui Yang, Jun Zeng, Junfeng Liu, Weibin Wu, Renjun Hu, Haixia Qi
2023 A* conf
Robust Image Ordinal Regression with Controllable Image Generation.
IJCAI
Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Z. Chen, Jian Wu
2023 J jnl
Robust Image Ordinal Regression with Controllable Image Generation.
CoRR
Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Ziyi Chen, Jian Wu
2023 A conf
Robust Training of Graph Neural Networks via Noise Governance.
WSDM
Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu
2022 J jnl
$\mathsf{NCF}$NCF: A Neural Context Fusion Approach to Raw Mobility Annotation.
IEEE Trans. Mob. Comput.
Renjun Hu, Jingbo Zhou, Xinjiang Lu, Hengshu Zhu, Shuai Ma, Hui Xiong
2022 J jnl
An Interleaved Bidirectional Coupled-Inductor Based DC-DC Converter With High Conversion Ratio for Energy Storage System.
IEEE Trans. Ind. Electron.
Renjun Hu, Zhixing Yan, Lei Wang, Man-Chung Wong, Jun Zeng, Junfeng Liu, Bihua Hu
2022 J jnl
Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach.
IEEE Trans. Knowl. Data Eng.
Jingbo Zhou, Tao Huang, Shuangli Li, Renjun Hu, Yanchi Liu, Yanjie Fu, Hui Xiong
2022 J jnl
Robust Training of Graph Neural Networks via Noise Governance.
CoRR
Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu
2021 J jnl
A Nonisolated Bidirectional DC-DC Converter With High Voltage Conversion Ratio Based on Coupled Inductor and Switched Capacitor.
IEEE Trans. Ind. Electron.
Renjun Hu, Jun Zeng, Junfeng Liu, K. W. Eric Cheng
2021 J jnl
A Soft-Switching Bidirectional DC-DC Converter With High Voltage Gain and Low Voltage Stress for Energy Storage Systems.
IEEE Trans. Ind. Electron.
Zhixing Yan, Jun Zeng, Zhiyu Guo, Renjun Hu, Junfeng Liu
2021 A* conf
Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching.
WWW
Zixuan Yuan, Hao Liu, Junming Liu, Yanchi Liu, Yang Yang, Renjun Hu, Hui Xiong
2021 A* conf
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling.
AAAI
Zixuan Yuan, Hao Liu, Renjun Hu, Denghui Zhang, Hui Xiong
2020 J jnl
An Efficient Approach to Finding Dense Temporal Subgraphs.
IEEE Trans. Knowl. Data Eng.
Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai
2020 A conf
Athena: A Ranking Enabled Scholarly Search System.
WSDM
Junfeng Liu, Shuai Ma, Renjun Hu, Chunming Hu, Jinpeng Huai
2020 J jnl
Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation.
ACM Trans. Knowl. Discov. Data
Renjun Hu, Yanchi Liu, Yanyan Li, Jingbo Zhou, Shuai Ma, Hui Xiong
2020 J jnl
Generalized Symmetrical Step-Up Multilevel Inverter Using Crisscross Capacitor Units.
IEEE Trans. Ind. Electron.
Weijie Lin, Jun Zeng, Junfeng Liu, Zhixing Yan, Renjun Hu
2020 A* conf
Why We Go Where We Go: Profiling User Decisions on Choosing POIs.
IJCAI
Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong
2019 A* conf
A Collaborative Learning Framework to Tag Refinement for Points of Interest.
KDD
Jingbo Zhou, Shan Gou, Renjun Hu, Dongxiang Zhang, Jin Xu, Airong Jiang, Ying Li, Hui Xiong
2019 A* conf
Joint Representation Learning for Multi-Modal Transportation Recommendation.
AAAI
Hao Liu, Ting Li, Renjun Hu, Yanjie Fu, Jingjing Gu, Hui Xiong
2018 A* conf
Query Independent Scholarly Article Ranking.
ICDE
Shuai Ma, Chen Gong, Renjun Hu, Dongsheng Luo, Chunming Hu, Jinpeng Huai
2017 A* conf
Fast Computation of Dense Temporal Subgraphs.
ICDE
Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai
2016 A* conf
An embedding approach to anomaly detection.
ICDE
Renjun Hu, Charu C. Aggarwal, Shuai Ma, Jinpeng Huai
2016 J jnl
Ensemble Enabled Weighted PageRank.
CoRR
Dongsheng Luo, Chen Gong, Renjun Hu, Liang Duan, Shuai Ma
2016 A conf
Scaling up Link Prediction with Ensembles.
WSDM
Liang Duan, Charu C. Aggarwal, Shuai Ma, Renjun Hu, Jinpeng Huai